Advances in Numerical Analysis Emphasizing Interval Data

Numerical analysis is a fundamental part of numeric computing and optimization, particularly interval numerical computations. This book provides a comprehensive treatment of error analysis in calculations, including error propagation mechanisms, data quality, and interval approximation theory. It focuses on approximation theory and its development from the perspective of linear algebra, and offers insights into recent developments and challenges. The book is designed to cater to various audiences, including graduate students, researchers, and practitioners.

Format: Hardback
Length: 204 pages
Publication date: 18 February 2022
Publisher: Taylor & Francis Ltd

Numerical analysis is a fundamental aspect of numeric computing and optimization, particularly in recent years, interval numerical computations have gained significant importance in these fields. The growing interest of researchers in computations involving uncertain data, specifically interval data, presents new opportunities for addressing real-world problems and developing innovative and efficient solutions. This comprehensive book offers a solid foundation in numerical methods, covering key technique classes, discussing advancements, and highlighting recent developments and challenges.

The theoretical aspects of numerical methods are introduced and explained in depth, including the concept of interval approximation theory. The book's key features include a comprehensive and systematic treatment of error analysis in calculations, encompassing error propagation mechanisms, considerations of data quality, and a thorough exploration of interval approximation theory. Moreover, the book focuses on approximation theory and its development from the perspective of linear algebra, introducing new and regular representations of numerical integration and their solutions.

What sets this book apart is its unique ability to cater to a diverse audience, including graduate students, researchers, and practitioners. The content is organized in a way that makes it accessible and relevant to a wide range of readers, ensuring a thorough understanding of numerical analysis and its applications.

In conclusion, this book is an essential resource for anyone interested in numerical analysis and its applications. It provides a comprehensive and up-to-date treatment of the field, covering key theoretical foundations, error analysis, approximation theory, and recent developments. With its diverse audience in mind, it offers valuable insights and practical knowledge to students, researchers, and practitioners alike.

Weight: 470g
Dimension: 162 x 240 x 20 (mm)
ISBN-13: 9781032110431